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Scott RobinsonSR
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Scott Robinson

@scottrobinson

Senior software engineer building AI-driven automation platforms with scalable distributed backends and reliable LLM integrations.

Zimbabwe
Message

What I'm looking for

I’m looking to apply my deep backend engineering and LLM integration expertise to accelerate intelligent product development and platform-scale automation, improving reliability, deployment speed, and production outcomes for AI-driven systems.

I’m a Senior Full-Stack & AI Automation Engineer who designs scalable distributed systems and AI-driven workflows. I’ve led development of a multi-agent automation platform that reduced manual workload by 30% while powering AI email services for over 20,000 users.

I bring deep backend engineering strength across Python, FastAPI, Django, .NET, and Node.js—building microservices and event-driven architectures that improve reliability and throughput. In fintech and healthcare SaaS environments, I designed high-throughput service architectures that increased deployment speed by 35% and strengthened performance across environments.

My AI focus centers on LLM integration and practical automation: orchestrating multi-agent workflows (STT → LLM classification → routing → task creation), building RAG systems, and engineering AI email and document pipelines. I’ve implemented OCR + LLM pipelines to turn unstructured documents into structured datasets and reduced manual review by 50%.

I care about production outcomes—secure APIs with OAuth2/JWT, real-time features with WebSockets, and CI/CD automation that delivers zero-downtime releases. I’m looking to apply my backend engineering and LLM integration expertise to accelerate intelligent product development and platform-scale automation.

Experience

Work history, roles, and key accomplishments

UP

Software Engineer (Freelance)

Upwork

Oct 2018 - Aug 2022 (3 years 10 months)

Delivered full-stack solutions using FastAPI, .NET, and Node.js with React/Angular on AWS Lambda, S3, and Kubernetes, improving system reliability and meeting client SLAs. Built ETL and event-driven automations (queues/serverless) and enforced CI/CD with GitHub Actions, reducing load times 20% and speeding deployments 3×.

Education

Degrees, certifications, and relevant coursework

Carleton University logoCU

Carleton University

Bachelor of Science, Computer Science

2014 - 2018

Earned a B.Sc. in Computer Science at Carleton University from 2014 to 2018.

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